Can I use models other than Claude with this skill?

Yes, Orchestrate is designed to leverage the strengths of various models. It can automatically assign research and long-context tasks to Gemini and repetitive boilerplate or testing tasks to Qwen, while keeping complex logic for Claude.

What is the benefit of Multi-Terminal mode?

Multi-Terminal mode allows you to bypass context window limitations and maximize throughput by running up to 6+ independent terminals. This enables 24+ workers to process heavy tasks simultaneously across different specialized models.

Does this skill require a specific project structure?

While it can handle small tasks standalone, it is optimized for a 'specs/' directory structure. It uses design.md as the requirements source and implementation.md to track progress across all parallel workers.

How does Orchestrate prevent code conflicts during parallel edits?

The skill enforces a strict 'One File = One Owner' rule. Before spawning any agents or terminals, it assigns specific file ownership to each worker, ensuring no two processes ever attempt to modify the same file at the same time.

Orchestrate Parallel Execution

Name: Orchestrate Parallel Execution
Author: Ankurjain1121

byAnkurjain1121

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Productivity & Workflow

Coordinates high-speed, parallel code modifications across multiple files and models using a strict conflict-free ownership architecture.

The Orchestrate skill transforms Claude Code into a high-performance project manager capable of handling large-scale refactors and complex feature implementations. By enforcing a strict 'One File = One Owner' rule, it eliminates synchronization conflicts while enabling massive parallelization through both single-context agents and multi-terminal execution. It intelligently distributes tasks across Claude, Gemini, and Qwen models based on their specific strengths—leveraging Gemini for long-context research and Qwen for repetitive boilerplate—ensuring maximum efficiency and speed for heavy development workflows involving 10 or more files.

Key Features

01Automated filesystem coordination using lock files and progress tracking packages

02Multi-terminal mode supporting 24+ concurrent workers across 6+ distinct terminal sessions

030 GitHub stars

04Intelligent model routing that assigns tasks to Claude, Gemini, or Qwen based on complexity

05Parallel execution with 'One File = One Owner' ownership logic to prevent merge conflicts

06Spec-driven workflow integration using design.md and implementation.md as sources of truth

Use Cases

01Rapidly scaffolding complex new features by distributing boilerplate, logic, and tests across different LLMs

02Managing high-context research and documentation tasks in parallel with core architectural development

03Executing large-scale codebase refactors involving dozens of files simultaneously without manual oversight

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add ankurjain1121/dev-workflow-skills orchestrate

For use in Claude.ai and ChatGPT

Download Skill